EntropyEstimation: Estimation of Entropy and Related Quantities
Lijuan Cao, Michael Grabchak · 2014
Contains methods for the estimation of Shannon's entropy, variants of Renyi's entropy, mutual information, Kullback-Leibler divergence, and generalized Simpson's indices. The estimators used have a bias that decays exponentially fast.